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Pin dependency versions #25

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Robbybp opened this issue Jan 8, 2025 · 2 comments
Open

Pin dependency versions #25

Robbybp opened this issue Jan 8, 2025 · 2 comments

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@Robbybp
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Robbybp commented Jan 8, 2025

  • Pyomo: 6.7.0
  • IDAES: 2.4.0
  • TensorFlow: 2.15.0

With most recent versions, we can't read the .pb files in the load_from_file method on SurrogateBlock.

@Robbybp
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Robbybp commented Jan 10, 2025

I think we actually need pyomo>6.7.0 for some of the options and performance improvements in solve_strongly_connected_components. I'm not sure if there is a minor version that satisfies this and works with IDAES 2.4.0. If not, we should update our training script to write .keras files and the rest of our code to reflect this.

I'm doing some work with the trained NNs at the moment, but I'll update this when I'm done.

@Robbybp
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Robbybp commented Jan 10, 2025

I'm not that concerned with the regression when updating to IDAES 2.5, as we have a tag for FOCAPD 2024.

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